{"id":"W2288779261","doi":"10.14288/1.0073269","title":"Citizenshit - the right to flush : sewage management and its meanings in Villa Lamadrid, Buenos Aires, Argentina","year":2012,"lang":"en","type":"article","venue":"Open Collections","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sewage; Geography; Environmental science; Environmental engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004139144,0.00008292832,0.0001064448,0.00005407667,0.00300747,0.0009249525,0.0003371804,0.00004724258,0.001307859],"category_scores_gemma":[0.00004795355,0.0000651228,0.00002451027,0.0009821439,0.00005125201,0.0003461135,0.0002443459,0.0001054856,0.00004369146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001405435,"about_ca_system_score_gemma":0.00004408882,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02338753,"about_ca_topic_score_gemma":0.05502821,"domain_scores_codex":[0.9990568,0.0001020647,0.0001300745,0.0001646875,0.0001973897,0.000348948],"domain_scores_gemma":[0.9996545,0.00003506859,0.00004578145,0.0001247573,0.00003180892,0.0001081382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001467037,0.00003985289,0.001352364,0.000005877092,0.00002847765,0.000005641647,0.01422455,0.000009949326,0.00004752629,0.01606416,0.9674535,0.0007533988],"study_design_scores_gemma":[0.0002151382,0.00001523426,0.01260437,0.00002197876,0.00001462658,0.0000030237,0.002770267,0.000004426962,0.0002258184,0.001747933,0.9822607,0.0001164703],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.055875,0.0001996269,0.00001495676,0.003127384,0.000489501,0.00114321,0.00002525626,0.00002610282,0.939099],"genre_scores_gemma":[0.5538692,0.0002385393,0.0002034724,0.000657581,0.000200573,0.0001368013,0.000001792743,0.000009765572,0.4446823],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4979942,"threshold_uncertainty_score":0.9996051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01426340465024139,"score_gpt":0.267864311160553,"score_spread":0.2536009065103116,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}